diff --git a/README.md b/README.md
index 679dc964..88359918 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,7 @@ Here are some recent and important revisions. π [Complete list of results](RE
| --- | --- | --- | ---: | ---: | ---: |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL) | Yhg1s/optimise_recursive_c | ddb794a (NOGIL) | 1.185x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.12.6.svg) | 1.212x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.13.0rc2.svg) | 1.003x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base-mem.svg) |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL) | python/78ffba4221dcb2e39fd5 | 78ffba4 (NOGIL) | 1.188x β
[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.13.0rc2.svg) | |
+| [2024-12-20](results/bm-20241220-3.14.0a3%2B-b868363) | mpage/gh_115999_load_attr_ | b868363 | 1.094x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.svg) | 1.055x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base-mem.svg) |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL) | mpage/gh_115999_load_attr_ | 1b787b3 (NOGIL) | 1.086x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.12.6.svg) | 1.115x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.13.0rc2.svg) | 1.122x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base-mem.svg) |
| [2024-12-19](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL) | mpage/gh_115999_load_attr_ | 3876bc7 (NOGIL) | 1.091x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.svg) | 1.120x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.svg) | 1.116x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.svg)[π§ ](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base-mem.svg) |
| [2024-12-19](results/bm-20241219-3.14.0a3%2B-3876bc7) | mpage/gh_115999_load_attr_ | 3876bc7 | 1.094x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.svg) | 1.055x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.svg)[π§ ](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base-mem.svg) |
diff --git a/RESULTS.md b/RESULTS.md
index c901ce87..de148491 100644
--- a/RESULTS.md
+++ b/RESULTS.md
@@ -207,6 +207,7 @@
| --- | --- | --- | ---: | ---: | ---: |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL) | Yhg1s/optimise_recursive_c | ddb794a (NOGIL) | 1.185x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.12.6.svg) | 1.212x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-3.13.0rc2.svg) | 1.003x β
[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-ddb794a-NOGIL/bm-20241220-vultr-x86_64-Yhg1s-optimise_recursive_c-3.14.0a3%2B-ddb794a-vs-base-mem.svg) |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL) | python/78ffba4221dcb2e39fd5 | 78ffba4 (NOGIL) | 1.188x β
[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.12.6.svg) | 1.215x β
[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-78ffba4-NOGIL/bm-20241220-vultr-x86_64-python-78ffba4221dcb2e39fd5-3.14.0a3%2B-78ffba4-vs-3.13.0rc2.svg) | |
+| [2024-12-20](results/bm-20241220-3.14.0a3%2B-b868363) | mpage/gh_115999_load_attr_ | b868363 | 1.094x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.svg) | 1.055x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base-mem.svg) |
| [2024-12-20](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL) | mpage/gh_115999_load_attr_ | 1b787b3 (NOGIL) | 1.086x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.12.6.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.12.6.svg) | 1.115x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.13.0rc2.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-3.13.0rc2.svg) | 1.122x β
[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base.md)[π](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base.svg)[π§ ](results/bm-20241220-3.14.0a3%2B-1b787b3-NOGIL/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-1b787b3-vs-base-mem.svg) |
| [2024-12-19](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL) | mpage/gh_115999_load_attr_ | 3876bc7 (NOGIL) | 1.091x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.svg) | 1.120x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.svg) | 1.116x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.svg)[π§ ](results/bm-20241219-3.14.0a3%2B-3876bc7-NOGIL/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base-mem.svg) |
| [2024-12-19](results/bm-20241219-3.14.0a3%2B-3876bc7) | mpage/gh_115999_load_attr_ | 3876bc7 | 1.094x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.12.6.svg) | 1.055x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-3.13.0rc2.svg) | 1.008x β
[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.md)[π](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base.svg)[π§ ](results/bm-20241219-3.14.0a3%2B-3876bc7/bm-20241219-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-3876bc7-vs-base-mem.svg) |
diff --git a/configs.svg b/configs.svg
index 77b9051a..99094e5c 100644
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diff --git a/results/bm-20241220-3.14.0a3+-b868363/README.md b/results/bm-20241220-3.14.0a3+-b868363/README.md
new file mode 100644
index 00000000..2b781204
--- /dev/null
+++ b/results/bm-20241220-3.14.0a3+-b868363/README.md
@@ -0,0 +1,43 @@
+# Results
+
+- fork: mpage/gh_115999_load_attr_
+- version: 3.14.0a3+
+- config:
+- commit hash: [b868363](https://github.com/mpage/cpython/commit/b868363)
+- commit date: 2024-12-20T12:38:37-08:00
+- commit merge base: [39e69a7cd54d44c9061db89bb15c460d30fba7a6](https://github.com/python/cpython/commit/39e69a7cd54d44c9061db89bb15c460d30fba7a6)
+- ref: gh_115999_load_attr_
+
+## linux x86_64 (vultr)
+
+- [GitHub Action run](https://github.com/facebookexperimental/free-threading-benchmarking/actions/runs/12435974103)
+- cpu model: Intel(R) Xeon(R) E-2286G CPU @ 4.00GHz
+- platform: Linux-6.8.0-45-generic-x86_64-with-glibc2.39
+- [raw results](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363.json)
+
+### vs. 3.12.6
+
+- Geometric mean: 1.094x faster (HPT: reliability of 100.00%, 1.05x faster at 99th %ile)
+- Memory usage: 1.11x
+- missing benchmarks: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, mypy2, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+- new benchmarks: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
+- [πtable](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.md)
+- [πtime plot](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.12.6.svg)
+
+### vs. 3.13.0rc2
+
+- Geometric mean: 1.055x faster (HPT: reliability of 100.00%, 1.02x faster at 99th %ile)
+- Memory usage: 1.10x
+- missing benchmarks: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+- new benchmarks: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
+- [πtable](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.md)
+- [πtime plot](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-3.13.0rc2.svg)
+
+### vs. base
+
+- Geometric mean: 1.008x faster (HPT: reliability of 100.00%, 1.00x faster at 99th %ile)
+- Memory usage: 1.00x
+- [π§ memory plot](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base-mem.svg)
+- [πtable](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.md)
+- [πtime plot](bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3%2B-b868363-vs-base.svg)
+
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.12.6.md b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.12.6.md
new file mode 100644
index 00000000..4c5d3834
--- /dev/null
+++ b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.12.6.md
@@ -0,0 +1,206 @@
+# Results vs. 3.12.6
+
+- fork: mpage
+- ref: gh_115999_load_attr_
+- machine: linux-x86_64
+- commit hash: b868363
+- commit date: 2024-12-20
+- overall geometric mean: 1.094x faster
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.05x faster
+- Memory change: 1.11x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| 2to3 | 264 ms | 253 ms: 1.04x faster |
+| docutils | 2.64 sec | 2.54 sec: 1.04x faster |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| async_tree_memoization_tg | 560 ms | 302 ms: 1.85x faster |
+| async_tree_io_tg | 1.11 sec | 605 ms: 1.83x faster |
+| async_tree_io | 1.08 sec | 612 ms: 1.77x faster |
+| async_tree_none_tg | 446 ms | 253 ms: 1.77x faster |
+| async_tree_none | 464 ms | 272 ms: 1.71x faster |
+| async_tree_memoization | 555 ms | 328 ms: 1.69x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 576 ms: 1.26x faster |
+| async_tree_cpu_io_mixed | 715 ms | 595 ms: 1.20x faster |
+| coroutines | 23.9 ms | 21.0 ms: 1.14x faster |
+| async_generators | 384 ms | 353 ms: 1.09x faster |
+| asyncio_websockets | 517 ms | 522 ms: 1.01x slower |
+| Geometric mean | (ref) | 1.44x faster |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| float | 80.8 ms | 74.6 ms: 1.08x faster |
+| nbody | 89.3 ms | 88.1 ms: 1.01x faster |
+| pidigits | 184 ms | 222 ms: 1.20x slower |
+| Geometric mean | (ref) | 1.03x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| regex_effbot | 3.17 ms | 2.73 ms: 1.16x faster |
+| regex_compile | 142 ms | 126 ms: 1.13x faster |
+| regex_dna | 168 ms | 166 ms: 1.01x faster |
+| regex_v8 | 20.6 ms | 23.5 ms: 1.14x slower |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| tomli_loads | 2.11 sec | 1.88 sec: 1.12x faster |
+| xml_etree_parse | 139 ms | 127 ms: 1.09x faster |
+| xml_etree_iterparse | 96.7 ms | 90.2 ms: 1.07x faster |
+| unpickle_pure_python | 221 us | 209 us: 1.05x faster |
+| xml_etree_generate | 85.2 ms | 82.4 ms: 1.03x faster |
+| xml_etree_process | 59.0 ms | 57.3 ms: 1.03x faster |
+| json_loads | 26.5 us | 25.8 us: 1.03x faster |
+| pickle_pure_python | 308 us | 306 us: 1.01x faster |
+| json_dumps | 10.4 ms | 11.2 ms: 1.08x slower |
+| Geometric mean | (ref) | 1.04x faster |
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|------------------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| python_startup_no_site | 7.16 ms | 7.46 ms: 1.04x slower |
+| python_startup | 9.93 ms | 14.7 ms: 1.48x slower |
+| Geometric mean | (ref) | 1.24x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|-----------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| genshi_text | 22.8 ms | 21.1 ms: 1.08x faster |
+| genshi_xml | 50.2 ms | 48.5 ms: 1.04x faster |
+| django_template | 34.7 ms | 34.4 ms: 1.01x faster |
+| mako | 11.0 ms | 11.5 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.02x faster |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:------------------------------------------------------:|:---------------------------------------------------------------------:|
+| async_tree_memoization_tg | 560 ms | 302 ms: 1.85x faster |
+| async_tree_io_tg | 1.11 sec | 605 ms: 1.83x faster |
+| async_tree_io | 1.08 sec | 612 ms: 1.77x faster |
+| async_tree_none_tg | 446 ms | 253 ms: 1.77x faster |
+| async_tree_none | 464 ms | 272 ms: 1.71x faster |
+| async_tree_memoization | 555 ms | 328 ms: 1.69x faster |
+| deepcopy | 352 us | 252 us: 1.40x faster |
+| deepcopy_memo | 40.3 us | 29.1 us: 1.38x faster |
+| async_tree_cpu_io_mixed_tg | 723 ms | 576 ms: 1.26x faster |
+| go | 139 ms | 115 ms: 1.22x faster |
+| deepcopy_reduce | 3.08 us | 2.55 us: 1.21x faster |
+| pathlib | 21.5 ms | 17.9 ms: 1.20x faster |
+| generators | 32.2 ms | 26.8 ms: 1.20x faster |
+| async_tree_cpu_io_mixed | 715 ms | 595 ms: 1.20x faster |
+| spectral_norm | 110 ms | 95.0 ms: 1.16x faster |
+| regex_effbot | 3.17 ms | 2.73 ms: 1.16x faster |
+| raytrace | 299 ms | 259 ms: 1.16x faster |
+| scimark_sor | 130 ms | 112 ms: 1.15x faster |
+| comprehensions | 19.8 us | 17.2 us: 1.15x faster |
+| crypto_pyaes | 76.6 ms | 66.7 ms: 1.15x faster |
+| coroutines | 23.9 ms | 21.0 ms: 1.14x faster |
+| pylint | 319 ms | 279 ms: 1.14x faster |
+| regex_compile | 142 ms | 126 ms: 1.13x faster |
+| sqlalchemy_imperative | 21.8 ms | 19.3 ms: 1.13x faster |
+| bpe_tokeniser | 4.74 sec | 4.23 sec: 1.12x faster |
+| tomli_loads | 2.11 sec | 1.88 sec: 1.12x faster |
+| sqlalchemy_declarative | 143 ms | 128 ms: 1.12x faster |
+| scimark_fft | 342 ms | 306 ms: 1.11x faster |
+| logging_format | 7.35 us | 6.61 us: 1.11x faster |
+| scimark_monte_carlo | 68.4 ms | 62.2 ms: 1.10x faster |
+| logging_simple | 6.63 us | 6.02 us: 1.10x faster |
+| deltablue | 3.45 ms | 3.13 ms: 1.10x faster |
+| chaos | 62.8 ms | 57.4 ms: 1.09x faster |
+| xml_etree_parse | 139 ms | 127 ms: 1.09x faster |
+| async_generators | 384 ms | 353 ms: 1.09x faster |
+| sympy_sum | 166 ms | 152 ms: 1.09x faster |
+| sqlglot_parse | 1.36 ms | 1.25 ms: 1.09x faster |
+| float | 80.8 ms | 74.6 ms: 1.08x faster |
+| genshi_text | 22.8 ms | 21.1 ms: 1.08x faster |
+| sympy_str | 292 ms | 270 ms: 1.08x faster |
+| richards | 45.9 ms | 42.7 ms: 1.08x faster |
+| sqlglot_transpile | 1.67 ms | 1.55 ms: 1.08x faster |
+| pprint_safe_repr | 743 ms | 690 ms: 1.08x faster |
+| thrift | 791 us | 735 us: 1.08x faster |
+| xml_etree_iterparse | 96.7 ms | 90.2 ms: 1.07x faster |
+| pprint_pformat | 1.52 sec | 1.42 sec: 1.07x faster |
+| pyflate | 448 ms | 419 ms: 1.07x faster |
+| hexiom | 6.17 ms | 5.78 ms: 1.07x faster |
+| richards_super | 51.9 ms | 48.8 ms: 1.06x faster |
+| typing_runtime_protocols | 163 us | 154 us: 1.06x faster |
+| pycparser | 1.17 sec | 1.11 sec: 1.06x faster |
+| json | 5.02 ms | 4.76 ms: 1.06x faster |
+| unpickle_pure_python | 221 us | 209 us: 1.05x faster |
+| dulwich_log | 78.9 ms | 75.0 ms: 1.05x faster |
+| meteor_contest | 104 ms | 98.8 ms: 1.05x faster |
+| sqlglot_normalize | 107 ms | 102 ms: 1.04x faster |
+| 2to3 | 264 ms | 253 ms: 1.04x faster |
+| sympy_integrate | 20.5 ms | 19.8 ms: 1.04x faster |
+| scimark_sparse_mat_mult | 4.39 ms | 4.23 ms: 1.04x faster |
+| docutils | 2.64 sec | 2.54 sec: 1.04x faster |
+| genshi_xml | 50.2 ms | 48.5 ms: 1.04x faster |
+| xml_etree_generate | 85.2 ms | 82.4 ms: 1.03x faster |
+| scimark_lu | 114 ms | 111 ms: 1.03x faster |
+| sqlglot_optimize | 53.3 ms | 51.7 ms: 1.03x faster |
+| xml_etree_process | 59.0 ms | 57.3 ms: 1.03x faster |
+| json_loads | 26.5 us | 25.8 us: 1.03x faster |
+| nqueens | 80.1 ms | 77.9 ms: 1.03x faster |
+| sympy_expand | 468 ms | 456 ms: 1.03x faster |
+| nbody | 89.3 ms | 88.1 ms: 1.01x faster |
+| fannkuch | 372 ms | 368 ms: 1.01x faster |
+| regex_dna | 168 ms | 166 ms: 1.01x faster |
+| django_template | 34.7 ms | 34.4 ms: 1.01x faster |
+| sqlite_synth | 2.20 us | 2.19 us: 1.01x faster |
+| pickle_pure_python | 308 us | 306 us: 1.01x faster |
+| mdp | 2.42 sec | 2.44 sec: 1.01x slower |
+| asyncio_websockets | 517 ms | 522 ms: 1.01x slower |
+| python_startup_no_site | 7.16 ms | 7.46 ms: 1.04x slower |
+| mako | 11.0 ms | 11.5 ms: 1.05x slower |
+| json_dumps | 10.4 ms | 11.2 ms: 1.08x slower |
+| bench_thread_pool | 941 us | 1.03 ms: 1.09x slower |
+| telco | 6.53 ms | 7.21 ms: 1.10x slower |
+| coverage | 71.4 ms | 79.1 ms: 1.11x slower |
+| regex_v8 | 20.6 ms | 23.5 ms: 1.14x slower |
+| pidigits | 184 ms | 222 ms: 1.20x slower |
+| gc_traversal | 3.46 ms | 4.30 ms: 1.24x slower |
+| python_startup | 9.93 ms | 14.7 ms: 1.48x slower |
+| create_gc_cycles | 1.09 ms | 1.84 ms: 1.69x slower |
+| bench_mp_pool | 10.8 ms | 88.4 ms: 8.19x slower |
+| Geometric mean | (ref) | 1.06x faster |
+
+Benchmark hidden because not significant (1): logging_silent
+Ignored benchmarks (16) of results/bm-20240906-3.12.6-a4a2d2b/bm-20240906-vultr-x86_64-python-v3.12.6-3.12.6-a4a2d2b.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, mypy2, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+Ignored benchmarks (6) of results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363.json: connected_components, k_core, many_optionals, shortest_path, sphinx, subparsers
+
+- Geometric mean (including insignificant results): 1.094x faster
+
+# HPT report
+
+- Reliability score: 100.00% likely to be faster
+- 90% likely to have a speedup of 1.06x
+- 95% likely to have a speedup of 1.06x
+- 99% likely to have a speedup of 1.05x
+
+# Memory
+- memory change: 1.11x
\ No newline at end of file
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.12.6.svg b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.12.6.svg
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@@ -0,0 +1,3045 @@
+
+
+
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.13.0rc2.md b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.13.0rc2.md
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@@ -0,0 +1,199 @@
+# Results vs. 3.13.0rc2
+
+- fork: mpage
+- ref: gh_115999_load_attr_
+- machine: linux-x86_64
+- commit hash: b868363
+- commit date: 2024-12-20
+- overall geometric mean: 1.055x faster
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.02x faster
+- Memory change: 1.10x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| 2to3 | 260 ms | 253 ms: 1.03x faster |
+| docutils | 2.62 sec | 2.54 sec: 1.03x faster |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| async_tree_io_tg | 913 ms | 605 ms: 1.51x faster |
+| async_tree_io | 876 ms | 612 ms: 1.43x faster |
+| async_tree_memoization | 461 ms | 328 ms: 1.40x faster |
+| async_tree_memoization_tg | 414 ms | 302 ms: 1.37x faster |
+| async_tree_none_tg | 336 ms | 253 ms: 1.33x faster |
+| async_tree_none | 354 ms | 272 ms: 1.30x faster |
+| coroutines | 23.6 ms | 21.0 ms: 1.12x faster |
+| async_tree_cpu_io_mixed | 666 ms | 595 ms: 1.12x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 576 ms: 1.11x faster |
+| async_generators | 377 ms | 353 ms: 1.07x faster |
+| asyncio_websockets | 520 ms | 522 ms: 1.00x slower |
+| Geometric mean | (ref) | 1.24x faster |
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| float | 77.5 ms | 74.6 ms: 1.04x faster |
+| pidigits | 217 ms | 222 ms: 1.02x slower |
+| nbody | 85.1 ms | 88.1 ms: 1.04x slower |
+| Geometric mean | (ref) | 1.01x slower |
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| regex_effbot | 3.08 ms | 2.73 ms: 1.13x faster |
+| regex_dna | 180 ms | 166 ms: 1.09x faster |
+| regex_compile | 132 ms | 126 ms: 1.05x faster |
+| regex_v8 | 22.7 ms | 23.5 ms: 1.03x slower |
+| Geometric mean | (ref) | 1.06x faster |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|---------------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| xml_etree_parse | 136 ms | 127 ms: 1.08x faster |
+| tomli_loads | 2.01 sec | 1.88 sec: 1.07x faster |
+| xml_etree_iterparse | 94.9 ms | 90.2 ms: 1.05x faster |
+| json_loads | 27.0 us | 25.8 us: 1.05x faster |
+| xml_etree_generate | 85.4 ms | 82.4 ms: 1.04x faster |
+| xml_etree_process | 59.3 ms | 57.3 ms: 1.04x faster |
+| pickle_pure_python | 294 us | 306 us: 1.04x slower |
+| json_dumps | 10.5 ms | 11.2 ms: 1.06x slower |
+| Geometric mean | (ref) | 1.02x faster |
+
+Benchmark hidden because not significant (1): unpickle_pure_python
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|------------------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| python_startup_no_site | 7.39 ms | 7.46 ms: 1.01x slower |
+| python_startup | 11.0 ms | 14.7 ms: 1.33x slower |
+| Geometric mean | (ref) | 1.16x slower |
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|-----------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| genshi_text | 21.5 ms | 21.1 ms: 1.02x faster |
+| genshi_xml | 48.8 ms | 48.5 ms: 1.01x faster |
+| django_template | 34.1 ms | 34.4 ms: 1.01x slower |
+| mako | 11.3 ms | 11.5 ms: 1.02x slower |
+| Geometric mean | (ref) | 1.00x slower |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| async_tree_io_tg | 913 ms | 605 ms: 1.51x faster |
+| async_tree_io | 876 ms | 612 ms: 1.43x faster |
+| deepcopy | 355 us | 252 us: 1.41x faster |
+| async_tree_memoization | 461 ms | 328 ms: 1.40x faster |
+| async_tree_memoization_tg | 414 ms | 302 ms: 1.37x faster |
+| deepcopy_memo | 39.1 us | 29.1 us: 1.34x faster |
+| async_tree_none_tg | 336 ms | 253 ms: 1.33x faster |
+| async_tree_none | 354 ms | 272 ms: 1.30x faster |
+| go | 141 ms | 115 ms: 1.23x faster |
+| deepcopy_reduce | 3.11 us | 2.55 us: 1.22x faster |
+| scimark_sor | 134 ms | 112 ms: 1.20x faster |
+| spectral_norm | 111 ms | 95.0 ms: 1.17x faster |
+| scimark_fft | 349 ms | 306 ms: 1.14x faster |
+| pylint | 317 ms | 279 ms: 1.14x faster |
+| regex_effbot | 3.08 ms | 2.73 ms: 1.13x faster |
+| coroutines | 23.6 ms | 21.0 ms: 1.12x faster |
+| async_tree_cpu_io_mixed | 666 ms | 595 ms: 1.12x faster |
+| scimark_sparse_mat_mult | 4.71 ms | 4.23 ms: 1.11x faster |
+| async_tree_cpu_io_mixed_tg | 638 ms | 576 ms: 1.11x faster |
+| regex_dna | 180 ms | 166 ms: 1.09x faster |
+| telco | 7.82 ms | 7.21 ms: 1.09x faster |
+| xml_etree_parse | 136 ms | 127 ms: 1.08x faster |
+| generators | 28.8 ms | 26.8 ms: 1.07x faster |
+| pathlib | 19.2 ms | 17.9 ms: 1.07x faster |
+| pyflate | 449 ms | 419 ms: 1.07x faster |
+| async_generators | 377 ms | 353 ms: 1.07x faster |
+| pprint_safe_repr | 738 ms | 690 ms: 1.07x faster |
+| tomli_loads | 2.01 sec | 1.88 sec: 1.07x faster |
+| richards | 45.2 ms | 42.7 ms: 1.06x faster |
+| richards_super | 51.6 ms | 48.8 ms: 1.06x faster |
+| thrift | 778 us | 735 us: 1.06x faster |
+| pprint_pformat | 1.50 sec | 1.42 sec: 1.06x faster |
+| xml_etree_iterparse | 94.9 ms | 90.2 ms: 1.05x faster |
+| bpe_tokeniser | 4.45 sec | 4.23 sec: 1.05x faster |
+| scimark_monte_carlo | 65.4 ms | 62.2 ms: 1.05x faster |
+| coverage | 83.0 ms | 79.1 ms: 1.05x faster |
+| regex_compile | 132 ms | 126 ms: 1.05x faster |
+| json_loads | 27.0 us | 25.8 us: 1.05x faster |
+| float | 77.5 ms | 74.6 ms: 1.04x faster |
+| hexiom | 5.99 ms | 5.78 ms: 1.04x faster |
+| xml_etree_generate | 85.4 ms | 82.4 ms: 1.04x faster |
+| xml_etree_process | 59.3 ms | 57.3 ms: 1.04x faster |
+| logging_format | 6.84 us | 6.61 us: 1.04x faster |
+| json | 4.93 ms | 4.76 ms: 1.04x faster |
+| sqlglot_normalize | 106 ms | 102 ms: 1.03x faster |
+| docutils | 2.62 sec | 2.54 sec: 1.03x faster |
+| meteor_contest | 102 ms | 98.8 ms: 1.03x faster |
+| 2to3 | 260 ms | 253 ms: 1.03x faster |
+| logging_simple | 6.16 us | 6.02 us: 1.02x faster |
+| sympy_sum | 156 ms | 152 ms: 1.02x faster |
+| sqlglot_optimize | 52.7 ms | 51.7 ms: 1.02x faster |
+| genshi_text | 21.5 ms | 21.1 ms: 1.02x faster |
+| crypto_pyaes | 67.9 ms | 66.7 ms: 1.02x faster |
+| scimark_lu | 113 ms | 111 ms: 1.02x faster |
+| sympy_str | 275 ms | 270 ms: 1.02x faster |
+| sqlite_synth | 2.21 us | 2.19 us: 1.01x faster |
+| pycparser | 1.12 sec | 1.11 sec: 1.01x faster |
+| nqueens | 78.6 ms | 77.9 ms: 1.01x faster |
+| genshi_xml | 48.8 ms | 48.5 ms: 1.01x faster |
+| fannkuch | 370 ms | 368 ms: 1.01x faster |
+| sqlglot_transpile | 1.56 ms | 1.55 ms: 1.00x faster |
+| sympy_integrate | 19.8 ms | 19.8 ms: 1.00x faster |
+| asyncio_websockets | 520 ms | 522 ms: 1.00x slower |
+| django_template | 34.1 ms | 34.4 ms: 1.01x slower |
+| python_startup_no_site | 7.39 ms | 7.46 ms: 1.01x slower |
+| mako | 11.3 ms | 11.5 ms: 1.02x slower |
+| pidigits | 217 ms | 222 ms: 1.02x slower |
+| raytrace | 253 ms | 259 ms: 1.02x slower |
+| regex_v8 | 22.7 ms | 23.5 ms: 1.03x slower |
+| nbody | 85.1 ms | 88.1 ms: 1.04x slower |
+| mdp | 2.36 sec | 2.44 sec: 1.04x slower |
+| pickle_pure_python | 294 us | 306 us: 1.04x slower |
+| comprehensions | 16.5 us | 17.2 us: 1.05x slower |
+| logging_silent | 103 ns | 107 ns: 1.05x slower |
+| json_dumps | 10.5 ms | 11.2 ms: 1.06x slower |
+| bench_thread_pool | 919 us | 1.03 ms: 1.12x slower |
+| python_startup | 11.0 ms | 14.7 ms: 1.33x slower |
+| gc_traversal | 3.14 ms | 4.30 ms: 1.37x slower |
+| create_gc_cycles | 1.34 ms | 1.84 ms: 1.38x slower |
+| bench_mp_pool | 11.0 ms | 88.4 ms: 8.04x slower |
+| Geometric mean | (ref) | 1.03x faster |
+
+Benchmark hidden because not significant (7): typing_runtime_protocols, sympy_expand, sqlglot_parse, unpickle_pure_python, chaos, dulwich_log, deltablue
+Ignored benchmarks (15) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
+Ignored benchmarks (8) of results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
+
+- Geometric mean (including insignificant results): 1.055x faster
+
+# HPT report
+
+- Reliability score: 100.00% likely to be faster
+- 90% likely to have a speedup of 1.03x
+- 95% likely to have a speedup of 1.02x
+- 99% likely to have a speedup of 1.02x
+
+# Memory
+- memory change: 1.10x
\ No newline at end of file
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.13.0rc2.svg b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-3.13.0rc2.svg
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+
+
+
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-base-mem.svg b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-base-mem.svg
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+
+
+
diff --git a/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-base.md b/results/bm-20241220-3.14.0a3+-b868363/bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363-vs-base.md
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@@ -0,0 +1,182 @@
+# Results vs. base
+
+- fork: mpage
+- ref: gh_115999_load_attr_
+- machine: linux-x86_64
+- commit hash: b868363
+- commit date: 2024-12-20
+- overall geometric mean: 1.008x faster
+- HPT reliability: 100.00%
+- HPT 99th percentile: 1.00x faster
+- Memory change: 1.00x
+
+Benchmarks with tag 'apps':
+===========================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| 2to3 | 256 ms | 253 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (2): docutils, sphinx
+
+Benchmarks with tag 'asyncio':
+==============================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| coroutines | 22.2 ms | 21.0 ms: 1.06x faster |
+| async_tree_io | 624 ms | 612 ms: 1.02x faster |
+| async_tree_memoization_tg | 307 ms | 302 ms: 1.02x faster |
+| async_generators | 357 ms | 353 ms: 1.01x faster |
+| async_tree_memoization | 332 ms | 328 ms: 1.01x faster |
+| async_tree_cpu_io_mixed_tg | 549 ms | 576 ms: 1.05x slower |
+| async_tree_cpu_io_mixed | 566 ms | 595 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.00x faster |
+
+Benchmark hidden because not significant (4): async_tree_none, async_tree_none_tg, asyncio_websockets, async_tree_io_tg
+
+Benchmarks with tag 'math':
+===========================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| nbody | 91.1 ms | 88.1 ms: 1.03x faster |
+| pidigits | 217 ms | 222 ms: 1.02x slower |
+| Geometric mean | (ref) | 1.00x faster |
+
+Benchmark hidden because not significant (1): float
+
+Benchmarks with tag 'regex':
+============================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| regex_dna | 181 ms | 166 ms: 1.09x faster |
+| regex_v8 | 25.0 ms | 23.5 ms: 1.07x faster |
+| regex_effbot | 2.81 ms | 2.73 ms: 1.03x faster |
+| regex_compile | 127 ms | 126 ms: 1.01x faster |
+| Geometric mean | (ref) | 1.05x faster |
+
+Benchmarks with tag 'serialize':
+================================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| pickle_pure_python | 316 us | 306 us: 1.03x faster |
+| unpickle_pure_python | 213 us | 209 us: 1.02x faster |
+| json_loads | 26.1 us | 25.8 us: 1.01x faster |
+| xml_etree_process | 57.9 ms | 57.3 ms: 1.01x faster |
+| tomli_loads | 1.90 sec | 1.88 sec: 1.01x faster |
+| json_dumps | 11.3 ms | 11.2 ms: 1.01x faster |
+| xml_etree_generate | 82.9 ms | 82.4 ms: 1.01x faster |
+| xml_etree_iterparse | 90.6 ms | 90.2 ms: 1.00x faster |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (1): xml_etree_parse
+
+Benchmarks with tag 'startup':
+==============================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| python_startup_no_site | 7.48 ms | 7.46 ms: 1.00x faster |
+| Geometric mean | (ref) | 1.00x faster |
+
+Benchmark hidden because not significant (1): python_startup
+
+Benchmarks with tag 'template':
+===============================
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|-----------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| genshi_text | 21.4 ms | 21.1 ms: 1.01x faster |
+| genshi_xml | 48.9 ms | 48.5 ms: 1.01x faster |
+| django_template | 34.7 ms | 34.4 ms: 1.01x faster |
+| mako | 11.5 ms | 11.5 ms: 1.00x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+All benchmarks:
+===============
+
+| Benchmark | bm-20241219-vultr-x86_64-python-39e69a7cd54d44c9061d-3.14.0a3+-39e69a7 | bm-20241220-vultr-x86_64-mpage-gh_115999_load_attr_-3.14.0a3+-b868363 |
+|----------------------------|:----------------------------------------------------------------------:|:---------------------------------------------------------------------:|
+| regex_dna | 181 ms | 166 ms: 1.09x faster |
+| regex_v8 | 25.0 ms | 23.5 ms: 1.07x faster |
+| coroutines | 22.2 ms | 21.0 ms: 1.06x faster |
+| scimark_sor | 117 ms | 112 ms: 1.04x faster |
+| nbody | 91.1 ms | 88.1 ms: 1.03x faster |
+| deepcopy_memo | 30.1 us | 29.1 us: 1.03x faster |
+| pickle_pure_python | 316 us | 306 us: 1.03x faster |
+| regex_effbot | 2.81 ms | 2.73 ms: 1.03x faster |
+| chaos | 58.9 ms | 57.4 ms: 1.03x faster |
+| spectral_norm | 97.3 ms | 95.0 ms: 1.02x faster |
+| scimark_fft | 313 ms | 306 ms: 1.02x faster |
+| typing_runtime_protocols | 157 us | 154 us: 1.02x faster |
+| scimark_monte_carlo | 63.4 ms | 62.2 ms: 1.02x faster |
+| pprint_safe_repr | 704 ms | 690 ms: 1.02x faster |
+| async_tree_io | 624 ms | 612 ms: 1.02x faster |
+| gc_traversal | 4.37 ms | 4.30 ms: 1.02x faster |
+| hexiom | 5.88 ms | 5.78 ms: 1.02x faster |
+| go | 116 ms | 115 ms: 1.02x faster |
+| async_tree_memoization_tg | 307 ms | 302 ms: 1.02x faster |
+| unpickle_pure_python | 213 us | 209 us: 1.02x faster |
+| pprint_pformat | 1.44 sec | 1.42 sec: 1.01x faster |
+| bpe_tokeniser | 4.28 sec | 4.23 sec: 1.01x faster |
+| json_loads | 26.1 us | 25.8 us: 1.01x faster |
+| genshi_text | 21.4 ms | 21.1 ms: 1.01x faster |
+| crypto_pyaes | 67.5 ms | 66.7 ms: 1.01x faster |
+| connected_components | 394 ms | 389 ms: 1.01x faster |
+| deltablue | 3.17 ms | 3.13 ms: 1.01x faster |
+| generators | 27.1 ms | 26.8 ms: 1.01x faster |
+| async_generators | 357 ms | 353 ms: 1.01x faster |
+| sqlite_synth | 2.21 us | 2.19 us: 1.01x faster |
+| 2to3 | 256 ms | 253 ms: 1.01x faster |
+| xml_etree_process | 57.9 ms | 57.3 ms: 1.01x faster |
+| async_tree_memoization | 332 ms | 328 ms: 1.01x faster |
+| genshi_xml | 48.9 ms | 48.5 ms: 1.01x faster |
+| sqlglot_parse | 1.26 ms | 1.25 ms: 1.01x faster |
+| deepcopy_reduce | 2.57 us | 2.55 us: 1.01x faster |
+| tomli_loads | 1.90 sec | 1.88 sec: 1.01x faster |
+| subparsers | 21.6 ms | 21.4 ms: 1.01x faster |
+| django_template | 34.7 ms | 34.4 ms: 1.01x faster |
+| scimark_sparse_mat_mult | 4.26 ms | 4.23 ms: 1.01x faster |
+| sqlglot_normalize | 103 ms | 102 ms: 1.01x faster |
+| sqlglot_transpile | 1.56 ms | 1.55 ms: 1.01x faster |
+| json_dumps | 11.3 ms | 11.2 ms: 1.01x faster |
+| raytrace | 260 ms | 259 ms: 1.01x faster |
+| regex_compile | 127 ms | 126 ms: 1.01x faster |
+| pycparser | 1.11 sec | 1.11 sec: 1.01x faster |
+| sqlglot_optimize | 52.0 ms | 51.7 ms: 1.01x faster |
+| xml_etree_generate | 82.9 ms | 82.4 ms: 1.01x faster |
+| sympy_str | 272 ms | 270 ms: 1.00x faster |
+| deepcopy | 253 us | 252 us: 1.00x faster |
+| xml_etree_iterparse | 90.6 ms | 90.2 ms: 1.00x faster |
+| sympy_integrate | 19.8 ms | 19.8 ms: 1.00x faster |
+| bench_thread_pool | 1.03 ms | 1.03 ms: 1.00x faster |
+| python_startup_no_site | 7.48 ms | 7.46 ms: 1.00x faster |
+| mako | 11.5 ms | 11.5 ms: 1.00x slower |
+| fannkuch | 365 ms | 368 ms: 1.01x slower |
+| dulwich_log | 74.3 ms | 75.0 ms: 1.01x slower |
+| richards | 42.3 ms | 42.7 ms: 1.01x slower |
+| comprehensions | 17.0 us | 17.2 us: 1.01x slower |
+| logging_simple | 5.95 us | 6.02 us: 1.01x slower |
+| pidigits | 217 ms | 222 ms: 1.02x slower |
+| mdp | 2.34 sec | 2.44 sec: 1.04x slower |
+| async_tree_cpu_io_mixed_tg | 549 ms | 576 ms: 1.05x slower |
+| async_tree_cpu_io_mixed | 566 ms | 595 ms: 1.05x slower |
+| Geometric mean | (ref) | 1.01x faster |
+
+Benchmark hidden because not significant (31): async_tree_none, pylint, async_tree_none_tg, telco, thrift, json, k_core, sphinx, scimark_lu, logging_format, shortest_path, xml_etree_parse, sqlalchemy_declarative, bench_mp_pool, many_optionals, sqlalchemy_imperative, create_gc_cycles, coverage, sympy_expand, pyflate, sympy_sum, docutils, pathlib, meteor_contest, asyncio_websockets, async_tree_io_tg, python_startup, float, richards_super, nqueens, logging_silent
+
+- Geometric mean (including insignificant results): 1.008x faster
+
+# HPT report
+
+- Reliability score: 100.00% likely to be faster
+- 90% likely to have a speedup of 1.00x
+- 95% likely to have a speedup of 1.00x
+- 99% likely to have a speedup of 1.00x
+
+# Memory
+- memory change: 1.00x
\ No newline at end of file
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@@ -0,0 +1,3386 @@
+
+
+